Dataset statistics
| Number of variables | 11 |
|---|---|
| Number of observations | 2100 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 180.6 KiB |
| Average record size in memory | 88.1 B |
Variable types
| Numeric | 11 |
|---|
ALTV is highly overall correlated with MSTV and 1 other fields | High correlation |
ASTV is highly overall correlated with MSTV | High correlation |
DL is highly overall correlated with MSTV and 1 other fields | High correlation |
MSTV is highly overall correlated with ALTV and 3 other fields | High correlation |
Width is highly overall correlated with ALTV and 2 other fields | High correlation |
AC has 829 (39.5%) zeros | Zeros |
FM has 1217 (58.0%) zeros | Zeros |
UC has 314 (15.0%) zeros | Zeros |
DL has 1153 (54.9%) zeros | Zeros |
ALTV has 1150 (54.8%) zeros | Zeros |
MLTV has 124 (5.9%) zeros | Zeros |
Tendency has 1035 (49.3%) zeros | Zeros |
Reproduction
| Analysis started | 2024-04-21 17:30:33.109679 |
|---|---|
| Analysis finished | 2024-04-21 17:30:47.107112 |
| Duration | 14 seconds |
| Software version | ydata-profiling vv4.7.0 |
| Download configuration | config.json |
LB
Real number (ℝ)
| Distinct | 151 |
|---|---|
| Distinct (%) | 7.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 133.27964 |
| Minimum | 105 |
|---|---|
| Maximum | 161 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 16.5 KiB |
Quantile statistics
| Minimum | 105 |
|---|---|
| 5-th percentile | 119 |
| Q1 | 126 |
| median | 133 |
| Q3 | 140 |
| 95-th percentile | 149 |
| Maximum | 161 |
| Range | 56 |
| Interquartile range (IQR) | 14 |
Descriptive statistics
| Standard deviation | 9.9766692 |
|---|---|
| Coefficient of variation (CV) | 0.074855163 |
| Kurtosis | -0.191265 |
| Mean | 133.27964 |
| Median Absolute Deviation (MAD) | 7 |
| Skewness | 0.01931347 |
| Sum | 279887.24 |
| Variance | 99.533928 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 133 | 129 | 6.1% |
| 130 | 105 | 5.0% |
| 122 | 102 | 4.9% |
| 138 | 98 | 4.7% |
| 125 | 87 | 4.1% |
| 128 | 80 | 3.8% |
| 142 | 74 | 3.5% |
| 120 | 73 | 3.5% |
| 132 | 71 | 3.4% |
| 136 | 69 | 3.3% |
| Other values (141) | 1212 |
| Value | Count | Frequency (%) |
| 105 | 4 | 0.2% |
| 106 | 6 | 0.3% |
| 106.0015807 | 1 | < 0.1% |
| 109.7830926 | 1 | < 0.1% |
| 110 | 19 | |
| 110.3333736 | 1 | < 0.1% |
| 112 | 16 | |
| 114 | 11 | |
| 114.9909543 | 1 | < 0.1% |
| 115 | 26 |
| Value | Count | Frequency (%) |
| 161 | 6 | |
| 160 | 1 | < 0.1% |
| 159 | 9 | |
| 158.7576656 | 1 | < 0.1% |
| 158 | 9 | |
| 157 | 3 | 0.1% |
| 156.8623559 | 1 | < 0.1% |
| 156 | 4 | |
| 154 | 8 | |
| 152.0998698 | 1 | < 0.1% |
AC
Real number (ℝ)
ZEROS
| Distinct | 1038 |
|---|---|
| Distinct (%) | 49.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.0031482332 |
| Minimum | -0.008474577 |
|---|---|
| Maximum | 0.014124295 |
| Zeros | 829 |
| Zeros (%) | 39.5% |
| Negative | 29 |
| Negative (%) | 1.4% |
| Memory size | 16.5 KiB |
Quantile statistics
| Minimum | -0.008474577 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0.001643413 |
| Q3 | 0.005649718 |
| 95-th percentile | 0.011067312 |
| Maximum | 0.014124295 |
| Range | 0.022598872 |
| Interquartile range (IQR) | 0.005649718 |
Descriptive statistics
| Standard deviation | 0.003844989 |
|---|---|
| Coefficient of variation (CV) | 1.2213165 |
| Kurtosis | 0.39504536 |
| Mean | 0.0031482332 |
| Median Absolute Deviation (MAD) | 0.001643413 |
| Skewness | 1.0551698 |
| Sum | 6.6112897 |
| Variance | 1.4783941 × 10-5 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 829 | |
| 0.014124295 | 35 | 1.7% |
| 0.000834028 | 13 | 0.6% |
| 0.00500417 | 9 | 0.4% |
| 0.005838198 | 9 | 0.4% |
| 0.002502085 | 9 | 0.4% |
| 0.003336113 | 7 | 0.3% |
| 0.001668057 | 7 | 0.3% |
| 0.004170142 | 7 | 0.3% |
| 0.007506255 | 7 | 0.3% |
| Other values (1028) | 1168 |
| Value | Count | Frequency (%) |
| -0.008474577 | 4 | |
| -0.000184863 | 1 | < 0.1% |
| -0.000155735 | 1 | < 0.1% |
| -0.000122252 | 1 | < 0.1% |
| -0.000117563 | 1 | < 0.1% |
| -0.00011692 | 1 | < 0.1% |
| -0.000112305 | 1 | < 0.1% |
| -0.000108699 | 1 | < 0.1% |
| -0.00010001 | 1 | < 0.1% |
| -9.09 × 10-5 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0.014124295 | 35 | |
| 0.014067995 | 1 | < 0.1% |
| 0.014064698 | 1 | < 0.1% |
| 0.014023732 | 1 | < 0.1% |
| 0.013861386 | 1 | < 0.1% |
| 0.013844515 | 1 | < 0.1% |
| 0.013819095 | 1 | < 0.1% |
| 0.013812155 | 1 | < 0.1% |
| 0.013757524 | 1 | < 0.1% |
| 0.013745704 | 1 | < 0.1% |
FM
Real number (ℝ)
ZEROS
| Distinct | 464 |
|---|---|
| Distinct (%) | 22.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.001563728 |
| Minimum | -0.0038387857 |
|---|---|
| Maximum | 0.0063979762 |
| Zeros | 1217 |
| Zeros (%) | 58.0% |
| Negative | 52 |
| Negative (%) | 2.5% |
| Memory size | 16.5 KiB |
Quantile statistics
| Minimum | -0.0038387857 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0.0025567343 |
| 95-th percentile | 0.0063979762 |
| Maximum | 0.0063979762 |
| Range | 0.010236762 |
| Interquartile range (IQR) | 0.0025567343 |
Descriptive statistics
| Standard deviation | 0.0024763291 |
|---|---|
| Coefficient of variation (CV) | 1.5836061 |
| Kurtosis | -0.24149574 |
| Mean | 0.001563728 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.1292439 |
| Sum | 3.2838288 |
| Variance | 6.132206 × 10-6 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 1217 | |
| 0.00639797625 | 335 | 16.0% |
| 0.000834028 | 10 | 0.5% |
| 0.003336113 | 9 | 0.4% |
| 0.001668057 | 9 | 0.4% |
| -0.00383878575 | 7 | 0.3% |
| 0.005838198 | 7 | 0.3% |
| 0.002502085 | 6 | 0.3% |
| 0.001096491 | 5 | 0.2% |
| 0.00500417 | 5 | 0.2% |
| Other values (454) | 490 |
| Value | Count | Frequency (%) |
| -0.00383878575 | 7 | |
| -0.003434785 | 1 | < 0.1% |
| -0.002888621 | 1 | < 0.1% |
| -0.002467201 | 1 | < 0.1% |
| -0.002303558 | 1 | < 0.1% |
| -0.002075516 | 1 | < 0.1% |
| -0.001776124 | 1 | < 0.1% |
| -0.001686962 | 1 | < 0.1% |
| -0.00159252 | 1 | < 0.1% |
| -0.001544789 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0.00639797625 | 335 | |
| 0.006272401 | 1 | < 0.1% |
| 0.006222222 | 1 | < 0.1% |
| 0.006183746 | 1 | < 0.1% |
| 0.00618238 | 1 | < 0.1% |
| 0.006153846 | 1 | < 0.1% |
| 0.006105006 | 1 | < 0.1% |
| 0.006072874 | 1 | < 0.1% |
| 0.006060606 | 1 | < 0.1% |
| 0.006031363 | 1 | < 0.1% |
UC
Real number (ℝ)
ZEROS
| Distinct | 1346 |
|---|---|
| Distinct (%) | 64.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.004367135 |
| Minimum | -0.005219342 |
|---|---|
| Maximum | 0.013600538 |
| Zeros | 314 |
| Zeros (%) | 15.0% |
| Negative | 13 |
| Negative (%) | 0.6% |
| Memory size | 16.5 KiB |
Quantile statistics
| Minimum | -0.005219342 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.0018454468 |
| median | 0.0044964175 |
| Q3 | 0.0065530835 |
| 95-th percentile | 0.0092882137 |
| Maximum | 0.013600538 |
| Range | 0.01881988 |
| Interquartile range (IQR) | 0.0047076367 |
Descriptive statistics
| Standard deviation | 0.0030064738 |
|---|---|
| Coefficient of variation (CV) | 0.68843161 |
| Kurtosis | -0.44398334 |
| Mean | 0.004367135 |
| Median Absolute Deviation (MAD) | 0.0022603395 |
| Skewness | 0.1480531 |
| Sum | 9.1709835 |
| Variance | 9.0388846 × 10-6 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 314 | 15.0% |
| 0.000834028 | 24 | 1.1% |
| 0.001668057 | 15 | 0.7% |
| 0.002502085 | 12 | 0.6% |
| 0.004170142 | 10 | 0.5% |
| 0.013600538 | 9 | 0.4% |
| 0.003336113 | 8 | 0.4% |
| 0.00500417 | 7 | 0.3% |
| 0.005952381 | 6 | 0.3% |
| 0.005464481 | 6 | 0.3% |
| Other values (1336) | 1689 |
| Value | Count | Frequency (%) |
| -0.005219342 | 4 | |
| -0.000131558 | 1 | < 0.1% |
| -0.000100599 | 1 | < 0.1% |
| -9.35 × 10-5 | 1 | < 0.1% |
| -6.3 × 10-5 | 1 | < 0.1% |
| -4.2 × 10-5 | 1 | < 0.1% |
| -3.57 × 10-5 | 1 | < 0.1% |
| -3.12 × 10-5 | 1 | < 0.1% |
| -1.16 × 10-5 | 1 | < 0.1% |
| -2.19 × 10-6 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0.013600538 | 9 | |
| 0.012987013 | 1 | < 0.1% |
| 0.012622721 | 1 | < 0.1% |
| 0.012072435 | 1 | < 0.1% |
| 0.012048193 | 1 | < 0.1% |
| 0.011969532 | 1 | < 0.1% |
| 0.011764706 | 1 | < 0.1% |
| 0.011725293 | 1 | < 0.1% |
| 0.011709602 | 1 | < 0.1% |
| 0.011703511 | 1 | < 0.1% |
DL
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 701 |
|---|---|
| Distinct (%) | 33.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.00177252 |
| Minimum | -0.004942353 |
|---|---|
| Maximum | 0.008237255 |
| Zeros | 1153 |
| Zeros (%) | 54.9% |
| Negative | 36 |
| Negative (%) | 1.7% |
| Memory size | 16.5 KiB |
Quantile statistics
| Minimum | -0.004942353 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0.0033039768 |
| 95-th percentile | 0.008237255 |
| Maximum | 0.008237255 |
| Range | 0.013179608 |
| Interquartile range (IQR) | 0.0033039768 |
Descriptive statistics
| Standard deviation | 0.0026756275 |
|---|---|
| Coefficient of variation (CV) | 1.5095048 |
| Kurtosis | 0.33115676 |
| Mean | 0.00177252 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.2314063 |
| Sum | 3.722292 |
| Variance | 7.1589823 × 10-6 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 1153 | |
| 0.008237255 | 118 | 5.6% |
| 0.000834028 | 22 | 1.0% |
| -0.004942353 | 6 | 0.3% |
| 0.001668057 | 6 | 0.3% |
| 0.002502085 | 5 | 0.2% |
| 0.004282655 | 4 | 0.2% |
| 0.006666667 | 4 | 0.2% |
| 0.003336113 | 4 | 0.2% |
| 0.004504505 | 3 | 0.1% |
| Other values (691) | 775 |
| Value | Count | Frequency (%) |
| -0.004942353 | 6 | |
| -0.00012386 | 1 | < 0.1% |
| -0.000110488 | 1 | < 0.1% |
| -8.01 × 10-5 | 1 | < 0.1% |
| -6.83 × 10-5 | 1 | < 0.1% |
| -6.67 × 10-5 | 1 | < 0.1% |
| -6.19 × 10-5 | 1 | < 0.1% |
| -6.08 × 10-5 | 1 | < 0.1% |
| -5.9 × 10-5 | 1 | < 0.1% |
| -5.87 × 10-5 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0.008237255 | 118 | |
| 0.008196721 | 2 | 0.1% |
| 0.008187135 | 1 | < 0.1% |
| 0.008143322 | 1 | < 0.1% |
| 0.00811359 | 1 | < 0.1% |
| 0.008108108 | 1 | < 0.1% |
| 0.008103728 | 1 | < 0.1% |
| 0.008086253 | 1 | < 0.1% |
| 0.008077544 | 1 | < 0.1% |
| 0.008038585 | 1 | < 0.1% |
ASTV
Real number (ℝ)
HIGH CORRELATION
| Distinct | 182 |
|---|---|
| Distinct (%) | 8.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 46.975493 |
| Minimum | -11.5 |
|---|---|
| Maximum | 104.5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 5 |
| Negative (%) | 0.2% |
| Memory size | 16.5 KiB |
Quantile statistics
| Minimum | -11.5 |
|---|---|
| 5-th percentile | 21 |
| Q1 | 32 |
| median | 49 |
| Q3 | 61 |
| 95-th percentile | 75 |
| Maximum | 104.5 |
| Range | 116 |
| Interquartile range (IQR) | 29 |
Descriptive statistics
| Standard deviation | 17.631292 |
|---|---|
| Coefficient of variation (CV) | 0.37532958 |
| Kurtosis | -0.67933391 |
| Mean | 46.975493 |
| Median Absolute Deviation (MAD) | 14 |
| Skewness | -0.016110988 |
| Sum | 98648.536 |
| Variance | 310.86246 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 65 | 60 | 2.9% |
| 58 | 57 | 2.7% |
| 60 | 57 | 2.7% |
| 64 | 56 | 2.7% |
| 61 | 53 | 2.5% |
| 63 | 51 | 2.4% |
| 51 | 49 | 2.3% |
| 62 | 47 | 2.2% |
| 22 | 45 | 2.1% |
| 25 | 45 | 2.1% |
| Other values (172) | 1580 |
| Value | Count | Frequency (%) |
| -11.5 | 5 | |
| 11.79984559 | 1 | < 0.1% |
| 12 | 1 | < 0.1% |
| 13 | 7 | |
| 14 | 4 | 0.2% |
| 15 | 4 | 0.2% |
| 16 | 12 | |
| 17 | 12 | |
| 17.01339791 | 1 | < 0.1% |
| 18 | 9 |
| Value | Count | Frequency (%) |
| 104.5 | 5 | 0.2% |
| 87 | 1 | < 0.1% |
| 86 | 4 | 0.2% |
| 84 | 6 | 0.3% |
| 83 | 4 | 0.2% |
| 82 | 2 | 0.1% |
| 81 | 7 | |
| 80 | 7 | |
| 79 | 15 | |
| 78.04997553 | 1 | < 0.1% |
MSTV
Real number (ℝ)
HIGH CORRELATION
| Distinct | 133 |
|---|---|
| Distinct (%) | 6.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.3031056 |
| Minimum | -0.8 |
|---|---|
| Maximum | 3.2 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 3 |
| Negative (%) | 0.1% |
| Memory size | 16.5 KiB |
Quantile statistics
| Minimum | -0.8 |
|---|---|
| 5-th percentile | 0.3 |
| Q1 | 0.7 |
| median | 1.2 |
| Q3 | 1.7 |
| 95-th percentile | 3 |
| Maximum | 3.2 |
| Range | 4 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.77981135 |
|---|---|
| Coefficient of variation (CV) | 0.59842529 |
| Kurtosis | -0.037228274 |
| Mean | 1.3031056 |
| Median Absolute Deviation (MAD) | 0.5 |
| Skewness | 0.76503449 |
| Sum | 2736.5218 |
| Variance | 0.60810575 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.8 | 116 | 5.5% |
| 0.4 | 113 | 5.4% |
| 1.3 | 113 | 5.4% |
| 0.5 | 112 | 5.3% |
| 0.7 | 110 | 5.2% |
| 0.6 | 108 | 5.1% |
| 0.9 | 103 | 4.9% |
| 1.2 | 97 | 4.6% |
| 1.5 | 94 | 4.5% |
| 1.4 | 91 | 4.3% |
| Other values (123) | 1043 |
| Value | Count | Frequency (%) |
| -0.8 | 3 | 0.1% |
| 0.2 | 45 | |
| 0.250516649 | 1 | < 0.1% |
| 0.3 | 81 | |
| 0.305801033 | 1 | < 0.1% |
| 0.359472409 | 1 | < 0.1% |
| 0.376735672 | 1 | < 0.1% |
| 0.393548218 | 1 | < 0.1% |
| 0.397852112 | 1 | < 0.1% |
| 0.398390113 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 3.2 | 88 | |
| 3.1 | 10 | 0.5% |
| 3 | 15 | 0.7% |
| 2.994366442 | 1 | < 0.1% |
| 2.9 | 13 | 0.6% |
| 2.812494354 | 1 | < 0.1% |
| 2.8 | 19 | 0.9% |
| 2.798338103 | 1 | < 0.1% |
| 2.715928972 | 1 | < 0.1% |
| 2.7 | 24 | 1.1% |
ALTV
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 119 |
|---|---|
| Distinct (%) | 5.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.7037978 |
| Minimum | -16.5 |
|---|---|
| Maximum | 27.5 |
| Zeros | 1150 |
| Zeros (%) | 54.8% |
| Negative | 37 |
| Negative (%) | 1.8% |
| Memory size | 16.5 KiB |
Quantile statistics
| Minimum | -16.5 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 11 |
| 95-th percentile | 27.5 |
| Maximum | 27.5 |
| Range | 44 |
| Interquartile range (IQR) | 11 |
Descriptive statistics
| Standard deviation | 10.378137 |
|---|---|
| Coefficient of variation (CV) | 1.5480981 |
| Kurtosis | -0.16807268 |
| Mean | 6.7037978 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.2092184 |
| Sum | 14077.975 |
| Variance | 107.70572 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 1150 | |
| 27.5 | 311 | 14.8% |
| 1 | 48 | 2.3% |
| 2 | 44 | 2.1% |
| 5 | 38 | 1.8% |
| 4 | 38 | 1.8% |
| 3 | 34 | 1.6% |
| 8 | 33 | 1.6% |
| 6 | 30 | 1.4% |
| 12 | 28 | 1.3% |
| Other values (109) | 346 | 16.5% |
| Value | Count | Frequency (%) |
| -16.5 | 3 | |
| -1.043619084 | 1 | < 0.1% |
| -0.899870498 | 1 | < 0.1% |
| -0.899837444 | 1 | < 0.1% |
| -0.809727159 | 1 | < 0.1% |
| -0.702935751 | 1 | < 0.1% |
| -0.70072341 | 1 | < 0.1% |
| -0.690275646 | 1 | < 0.1% |
| -0.679148077 | 1 | < 0.1% |
| -0.580259763 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 27.5 | 311 | |
| 27 | 8 | 0.4% |
| 26.4281791 | 1 | < 0.1% |
| 26.29412507 | 1 | < 0.1% |
| 26 | 5 | 0.2% |
| 25.88886743 | 1 | < 0.1% |
| 25 | 11 | 0.5% |
| 24 | 4 | 0.2% |
| 23 | 8 | 0.4% |
| 22 | 13 | 0.6% |
MLTV
Real number (ℝ)
ZEROS
| Distinct | 296 |
|---|---|
| Distinct (%) | 14.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.0168258 |
| Minimum | -4.85 |
|---|---|
| Maximum | 20.35 |
| Zeros | 124 |
| Zeros (%) | 5.9% |
| Negative | 11 |
| Negative (%) | 0.5% |
| Memory size | 16.5 KiB |
Quantile statistics
| Minimum | -4.85 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 4.6 |
| median | 7.4 |
| Q3 | 10.9 |
| 95-th percentile | 18.61775 |
| Maximum | 20.35 |
| Range | 25.2 |
| Interquartile range (IQR) | 6.3 |
Descriptive statistics
| Standard deviation | 5.0974595 |
|---|---|
| Coefficient of variation (CV) | 0.63584511 |
| Kurtosis | -0.03500204 |
| Mean | 8.0168258 |
| Median Absolute Deviation (MAD) | 3.1 |
| Skewness | 0.5157091 |
| Sum | 16835.334 |
| Variance | 25.984094 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 124 | 5.9% |
| 20.35 | 76 | 3.6% |
| 7.1 | 29 | 1.4% |
| 6.7 | 26 | 1.2% |
| 5.2 | 23 | 1.1% |
| 6.5 | 22 | 1.0% |
| 9.5 | 22 | 1.0% |
| 6.8 | 22 | 1.0% |
| 7.2 | 22 | 1.0% |
| 5.3 | 21 | 1.0% |
| Other values (286) | 1713 |
| Value | Count | Frequency (%) |
| -4.85 | 5 | 0.2% |
| -0.200787599 | 1 | < 0.1% |
| -0.191511204 | 1 | < 0.1% |
| -0.172074635 | 1 | < 0.1% |
| -0.148959362 | 1 | < 0.1% |
| -0.136052801 | 1 | < 0.1% |
| -0.024397388 | 1 | < 0.1% |
| 0 | 124 | |
| 0.1 | 3 | 0.1% |
| 0.128830028 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 20.35 | 76 | |
| 20.04035414 | 1 | < 0.1% |
| 20 | 1 | < 0.1% |
| 19.9 | 2 | 0.1% |
| 19.8 | 2 | 0.1% |
| 19.7 | 4 | 0.2% |
| 19.6 | 3 | 0.1% |
| 19.4 | 3 | 0.1% |
| 19.33980408 | 1 | < 0.1% |
| 19.3 | 3 | 0.1% |
Width
Real number (ℝ)
HIGH CORRELATION
| Distinct | 261 |
|---|---|
| Distinct (%) | 12.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 70.354568 |
| Minimum | -57.5 |
|---|---|
| Maximum | 194.5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 5 |
| Negative (%) | 0.2% |
| Memory size | 16.5 KiB |
Quantile statistics
| Minimum | -57.5 |
|---|---|
| 5-th percentile | 16 |
| Q1 | 37 |
| median | 67.243234 |
| Q3 | 100 |
| 95-th percentile | 138 |
| Maximum | 194.5 |
| Range | 252 |
| Interquartile range (IQR) | 63 |
Descriptive statistics
| Standard deviation | 39.785428 |
|---|---|
| Coefficient of variation (CV) | 0.56549886 |
| Kurtosis | -0.60474952 |
| Mean | 70.354568 |
| Median Absolute Deviation (MAD) | 31.756766 |
| Skewness | 0.28536631 |
| Sum | 147744.59 |
| Variance | 1582.8803 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 39 | 41 | 2.0% |
| 102 | 33 | 1.6% |
| 31 | 29 | 1.4% |
| 27 | 29 | 1.4% |
| 90 | 27 | 1.3% |
| 96 | 25 | 1.2% |
| 98 | 25 | 1.2% |
| 42 | 24 | 1.1% |
| 20 | 24 | 1.1% |
| 38 | 23 | 1.1% |
| Other values (251) | 1820 |
| Value | Count | Frequency (%) |
| -57.5 | 5 | |
| 3 | 2 | 0.1% |
| 5 | 2 | 0.1% |
| 6 | 1 | < 0.1% |
| 6.964561015 | 1 | < 0.1% |
| 7 | 3 | 0.1% |
| 8 | 9 | |
| 9 | 6 | |
| 10 | 9 | |
| 10.23422532 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 194.5 | 5 | |
| 180 | 1 | < 0.1% |
| 176.310998 | 1 | < 0.1% |
| 176.0207478 | 1 | < 0.1% |
| 176 | 4 | |
| 163 | 2 | 0.1% |
| 162 | 1 | < 0.1% |
| 161 | 5 | |
| 158.5742723 | 1 | < 0.1% |
| 158 | 1 | < 0.1% |
Tendency
Real number (ℝ)
ZEROS
| Distinct | 110 |
|---|---|
| Distinct (%) | 5.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.31902768 |
| Minimum | -1.5 |
|---|---|
| Maximum | 2.5 |
| Zeros | 1035 |
| Zeros (%) | 49.3% |
| Negative | 202 |
| Negative (%) | 9.6% |
| Memory size | 16.5 KiB |
Quantile statistics
| Minimum | -1.5 |
|---|---|
| 5-th percentile | -1 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 2.5 |
| Range | 4 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.62483286 |
|---|---|
| Coefficient of variation (CV) | 1.9585538 |
| Kurtosis | -0.3736384 |
| Mean | 0.31902768 |
| Median Absolute Deviation (MAD) | 0.003862928 |
| Skewness | -0.27629022 |
| Sum | 669.95812 |
| Variance | 0.39041611 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 1035 | |
| 1 | 801 | |
| -1 | 149 | 7.1% |
| -1.5 | 6 | 0.3% |
| 2.5 | 4 | 0.2% |
| 0.028815112 | 1 | < 0.1% |
| 1.016358595 | 1 | < 0.1% |
| -0.003225882 | 1 | < 0.1% |
| -0.011379128 | 1 | < 0.1% |
| 0.028142591 | 1 | < 0.1% |
| Other values (100) | 100 | 4.8% |
| Value | Count | Frequency (%) |
| -1.5 | 6 | 0.3% |
| -1.006614223 | 1 | < 0.1% |
| -1.006588731 | 1 | < 0.1% |
| -1.005940428 | 1 | < 0.1% |
| -1.005385046 | 1 | < 0.1% |
| -1.004148101 | 1 | < 0.1% |
| -1.003861156 | 1 | < 0.1% |
| -1.002239422 | 1 | < 0.1% |
| -1.002108482 | 1 | < 0.1% |
| -1 | 149 |
| Value | Count | Frequency (%) |
| 2.5 | 4 | |
| 1.023634941 | 1 | < 0.1% |
| 1.021553856 | 1 | < 0.1% |
| 1.016483707 | 1 | < 0.1% |
| 1.016358595 | 1 | < 0.1% |
| 1.016007896 | 1 | < 0.1% |
| 1.007938625 | 1 | < 0.1% |
| 1.006071494 | 1 | < 0.1% |
| 1.005187563 | 1 | < 0.1% |
| 1.004427557 | 1 | < 0.1% |
| AC | ALTV | ASTV | DL | FM | LB | MLTV | MSTV | Tendency | UC | Width | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| AC | 1.000 | -0.458 | -0.334 | -0.019 | 0.038 | -0.112 | -0.102 | 0.308 | -0.022 | 0.120 | 0.337 |
| ALTV | -0.458 | 1.000 | 0.396 | -0.361 | -0.066 | 0.330 | -0.039 | -0.652 | 0.065 | -0.270 | -0.504 |
| ASTV | -0.334 | 0.396 | 1.000 | -0.150 | 0.261 | 0.308 | -0.334 | -0.510 | -0.000 | -0.209 | -0.273 |
| DL | -0.019 | -0.361 | -0.150 | 1.000 | 0.023 | -0.168 | -0.231 | 0.596 | 0.066 | 0.286 | 0.566 |
| FM | 0.038 | -0.066 | 0.261 | 0.023 | 1.000 | -0.015 | -0.110 | 0.047 | -0.004 | -0.308 | 0.166 |
| LB | -0.112 | 0.330 | 0.308 | -0.168 | -0.015 | 1.000 | -0.053 | -0.356 | 0.281 | -0.143 | -0.151 |
| MLTV | -0.102 | -0.039 | -0.334 | -0.231 | -0.110 | -0.053 | 1.000 | -0.018 | 0.121 | -0.070 | 0.049 |
| MSTV | 0.308 | -0.652 | -0.510 | 0.596 | 0.047 | -0.356 | -0.018 | 1.000 | -0.040 | 0.320 | 0.701 |
| Tendency | -0.022 | 0.065 | -0.000 | 0.066 | -0.004 | 0.281 | 0.121 | -0.040 | 1.000 | -0.079 | 0.146 |
| UC | 0.120 | -0.270 | -0.209 | 0.286 | -0.308 | -0.143 | -0.070 | 0.320 | -0.079 | 1.000 | 0.132 |
| Width | 0.337 | -0.504 | -0.273 | 0.566 | 0.166 | -0.151 | 0.049 | 0.701 | 0.146 | 0.132 | 1.000 |
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
| LB | AC | FM | UC | DL | ASTV | MSTV | ALTV | MLTV | Width | Tendency | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 120.000000 | 0.000000 | 0.0 | 0.000000 | 0.000000 | 73.0 | 0.5 | 27.5 | 2.40 | 64.000000 | 0.999926 |
| 1 | 132.000000 | 0.006380 | 0.0 | 0.006380 | 0.003190 | 17.0 | 2.1 | 0.0 | 10.40 | 130.000000 | 0.000000 |
| 2 | 133.000000 | 0.003322 | 0.0 | 0.008306 | 0.003322 | 16.0 | 2.1 | 0.0 | 13.40 | 130.000000 | 0.000000 |
| 3 | 134.000000 | 0.002561 | 0.0 | 0.007742 | 0.002561 | 16.0 | 2.4 | 0.0 | 20.35 | 117.000000 | 1.000000 |
| 4 | 131.948232 | 0.006515 | 0.0 | 0.008143 | 0.000000 | 16.0 | 2.4 | 0.0 | 19.90 | 117.000000 | 1.000000 |
| 5 | 134.000000 | 0.001116 | 0.0 | 0.010493 | 0.008237 | 26.0 | 3.2 | 0.0 | 0.00 | 150.000000 | 0.000000 |
| 6 | 134.000000 | 0.001403 | 0.0 | 0.012623 | 0.008237 | 29.0 | 3.2 | 0.0 | 0.00 | 150.000000 | 0.000000 |
| 7 | 122.000000 | 0.000000 | 0.0 | 0.000000 | 0.000000 | 83.0 | 0.5 | 6.0 | 15.60 | 69.920261 | 1.000000 |
| 8 | 122.000000 | 0.014124 | 0.0 | 0.001517 | 0.000000 | 84.0 | 0.5 | 5.0 | 13.60 | 68.000000 | 1.000000 |
| 9 | 122.000000 | 0.000000 | 0.0 | 0.002967 | 0.000000 | 86.0 | 0.3 | 6.0 | 10.60 | 68.000000 | 1.000000 |
| LB | AC | FM | UC | DL | ASTV | MSTV | ALTV | MLTV | Width | Tendency | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2090 | 140.0 | 0.003968 | 0.000000 | 0.003968 | 0.000000 | 80.0 | 0.2 | 27.500000 | 2.2 | 18.0 | 0.000000 |
| 2091 | 140.0 | 0.000000 | 0.000000 | 0.007812 | 0.000000 | 79.0 | 0.3 | 20.000000 | 8.5 | 26.0 | 1.002932 |
| 2092 | 140.0 | 0.000000 | 0.000000 | 0.006470 | 0.000898 | 79.0 | 0.5 | 26.428179 | 7.0 | 21.0 | 1.000000 |
| 2093 | 140.0 | 0.000000 | 0.000000 | 0.006764 | 0.001127 | 79.0 | 0.6 | 27.000000 | 6.4 | 26.0 | 1.000000 |
| 2094 | 140.0 | 0.000000 | 0.000000 | 0.004975 | 0.001244 | 77.0 | 0.7 | 17.000000 | 6.0 | 31.0 | 0.000000 |
| 2095 | 140.0 | 0.000000 | 0.006398 | 0.007426 | 0.000000 | 79.0 | 0.2 | 25.000000 | 7.2 | 40.0 | 0.000000 |
| 2096 | 140.0 | 0.000775 | 0.000000 | 0.006979 | 0.000000 | 78.0 | 0.4 | 22.000000 | 7.1 | 66.0 | 1.000000 |
| 2097 | 140.0 | 0.000980 | 0.000000 | 0.006863 | 0.000000 | 79.0 | 0.4 | 20.000000 | 6.1 | 67.0 | 1.000000 |
| 2098 | 140.0 | 0.000679 | 0.000000 | 0.006110 | 0.000000 | 78.0 | 0.4 | 27.000000 | 7.0 | 66.0 | 1.000000 |
| 2099 | 142.0 | 0.001616 | -0.000188 | 0.008078 | 0.000000 | 74.0 | 0.4 | 27.500000 | 5.0 | 42.0 | 0.000000 |